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🧬 Biography

Computer Science graduate (Amrita Vishwa Vidyapeetham) specializing in Machine Learning, Deep Learning, and applied GenAI. Built CC-LoRA, a parameter-efficient method that adapts cardiac MRI foundation models using clinical context, in collaboration with Hospital Sant Pau during an exchange program at the Universitat de Barcelona β€” reaching 91.0% AUC on a 4-class cardiac diagnosis task, a 17-point lift over an image-only baseline. Also builds retrieval-augmented LLM systems and data tooling, including an enterprise RAG assistant and VizGenie, an automated EDA app. Open to AI/ML and Data Science roles across India and Europe.

βš™οΈ Skills

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Machine Learning

Deep Learning & GenAI

Data Engineering

Data Analysis & Visualization

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πŸ“‹ Publications & Awards

Title Venue
Bridging the Emotional Gap in AI: Speech Emotion Recognition for Adaptive HCI IEEE Xplore
Object Intelligence Model: Context-Aware Robotic Interaction via Object + Material Recognition IEEE Xplore
A Robust Hybrid Movie Recommendation System (Clustering + KNN + Cosine Similarity) Sigma Journal of Engineering & Natural Sciences
Federated Learning for Pregnancy Care: Smartwatch-Based Fetal Monitoring Springer

πŸ† Best Paper Award β€” IEEE AIDE 2025 Β Β·Β  πŸ† Best Oral Paper β€” ICLED-2024, Singapore

πŸŽ“ Certifications


✍️ Medium Writings

I write on Medium, explaining ML/GenAI concepts in plain language:

I also write DJ's WealthLab, a publication on personal investing and financial literacy.

πŸ“« janapadeepak345@gmail.com

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